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This Machine Learning Full Course 2025 by Simplilearn is designed to provide a thorough grounding in machine learning concepts and techniques. Beginning with Machine Learning for Beginners and an explanation of what machine learning is, the course transitions into key topics such as deep learning and linear algebra for machine learning, equipping learners with essential theoretical knowledge. Advanced concepts like K-Nearest Neighbors (KNN), Q-Learning, and Reinforcement Learning are explored in detail, along with cutting-edge tools like Hugging Face and LLM benchmarking. The course introduces the latest advancements, including Meta’s Lama 3.2, and dives into practical elements like the confusion matrix and LSTM for time-series modeling. With a focus on machine learning projects and top AI coding tools, this course bridges foundational learning and hands-on experience for aspiring ML professionals.
The Machine Learning Full Course 2025 by Simplilearn covers the following topics:
00:00:00 Introduction to Machine Learning Full Course 2025
00:07:32 Machine Learning For Beginners
01:04:03 What is Machine Learning
01:11:02 Deep Learning Tutorial For Beginners
01:23:06 Best Artificial Intelligence Coding tools
03:51:45 Machine Learning Tutorial
04:23:29 KNN Tutorial for Beginners
04:52:14 Linear Algebra for Machine Learning
04:53:04 Q Learning
05:23:39 LLM Benchmarkeing
06:13:59 Hugging face
10:41:04 Reinforcement Learning
10:49:22 Meta New Lama 3.2
11:07:33 Confusion Matrix Machine Learning
11:13:45 LSTM Tutorial For Beginners
11:14:18 Machine Learning Projects
11:44:08 Best AI Coding tools
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➡️ About Caltech Post Graduate Program In AI And Machine Learning
Designed to boost your career as an AI and ML professional, this program showcases Caltech CTME’s excellence and IBM’s industry prowess. The artificial intelligence course covers key concepts like Statistics, Data Science with Python, Machine Learning, Deep Learning, NLP, and Reinforcement Learning through an interactive learning model with live sessions.
Key Features
✅ Simplilearn’s JobAssist helps you get noticed by top hiring companies
✅ PGP AI & ML completion certificate from Caltech CTME
✅ Masterclasses delivered by distinguished Caltech faculty and IBM experts
✅ Caltech CTME Circle Membership
✅ Earn up to 22 CEUs from Caltech CTME
✅ Online convocation by Caltech CTME Program Director
✅ IBM certificates for IBM courses
✅ Access to hackathons and Ask Me Anything sessions from IBM
✅ 25+ hands-on projects from the likes of Twitter, Mercedes Benz, Uber, and many more
✅ Seamless access to integrated labs
✅ Capstone projects in 3 domains
✅ 8X higher interaction in live online classes by industry experts
Skills Covered
✅ Statistics
✅ Python
✅ Supervised Learning
✅ Unsupervised Learning
✅ Recommendation Systems
✅ NLP
✅ Neural Networks
✅ GANs
✅ Deep Learning
✅ Reinforcement Learning
✅ Speech Recognition
✅ Ensemble Learning
✅ Computer Vision
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